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State Space Models

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Showing 51–100 of 923 papers

TitleStatusHype
An L-BFGS-B approach for linear and nonlinear system identification under _1 and group-Lasso regularizationCode2
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space ModelCode2
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-ExpertsCode2
Simple Hardware-Efficient Long Convolutions for Sequence ModelingCode2
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time SeriesCode2
PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference MambaCode2
OverlapMamba: Novel Shift State Space Model for LiDAR-based Place RecognitionCode2
Point Cloud Mamba: Point Cloud Learning via State Space ModelCode2
Oscillatory State-Space ModelsCode2
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space ModelCode2
GrootVL: Tree Topology is All You Need in State Space ModelCode2
Outlier-robust Kalman Filtering through Generalised BayesCode2
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space ModelsCode2
Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear DistillationCode2
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware SparsityCode2
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space ModelCode2
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State SpaceCode2
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionCode2
Hydra: Bidirectional State Space Models Through Generalized Matrix MixersCode2
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space ModelsCode2
Quamba: A Post-Training Quantization Recipe for Selective State Space ModelsCode2
MatMamba: A Matryoshka State Space ModelCode2
Diffusion-based Time Series Imputation and Forecasting with Structured State Space ModelsCode2
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech SeparationCode2
DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language ModelsCode2
MambaTS: Improved Selective State Space Models for Long-term Time Series ForecastingCode2
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space ModelsCode2
MambaVC: Learned Visual Compression with Selective State SpacesCode2
Mastering Memory Tasks with World ModelsCode2
Mega: Moving Average Equipped Gated AttentionCode2
Efficient Visual State Space Model for Image DeblurringCode2
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space DualityCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
Audio Mamba: Bidirectional State Space Model for Audio Representation LearningCode2
Motion Mamba: Efficient and Long Sequence Motion GenerationCode2
MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image SegmentationCode2
Mamba in Vision: A Comprehensive Survey of Techniques and ApplicationsCode2
A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and BeyondCode2
Mamba in Speech: Towards an Alternative to Self-AttentionCode2
H-vmunet: High-order Vision Mamba UNet for Medical Image SegmentationCode2
Hungry Hungry Hippos: Towards Language Modeling with State Space ModelsCode2
GroupMamba: Efficient Group-Based Visual State Space ModelCode2
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image SegmentationCode2
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image EnhancementCode2
Laughing Hyena Distillery: Extracting Compact Recurrences From ConvolutionsCode2
Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space ModelsCode2
Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual LearningCode2
MambaIC: State Space Models for High-Performance Learned Image CompressionCode2
Mamba-ND: Selective State Space Modeling for Multi-Dimensional DataCode2
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